Exploring uncertainty in regression neural networks for construction of prediction intervals
Yuandu Lai, Yucheng Shi, Yahong Han, Yunfeng Shao, Meiyu Qi, Bingshuai Li
Topics & Concepts
Uncertainty quantificationComputer scienceConstruct (python library)RegressionReliability (semiconductor)Artificial intelligencePrediction intervalMachine learningArtificial neural networkFunction (biology)Point estimationProcess (computing)Sensitivity analysisMeasurement uncertaintyRegression analysisUncertainty analysisStatisticsMathematicsSimulationQuantum mechanicsPower (physics)Evolutionary biologyProgramming languageBiologyOperating systemPhysicsMachine Learning and Data ClassificationMachine Learning and AlgorithmsAdversarial Robustness in Machine Learning